Six Challenges for Neural Machine Translation

Philipp Koehn, Rebecca E. Knowles · 2017

We explore six challenges for neural machine translation: domain mismatch, amount of training data, rare words, long sentences, word alignment, and beam search.We show both deficiencies and improvements over the quality of phrasebased statistical machine translation.

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